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AI Visibility Scorecard
Collecting Fever
collectingfever.com · E-commerce
Somewhat visible. AI bots can read Collecting Fever, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#98,908 of 614,330 in E-commerce for AI visibility
5.6
/10
AEO Score
About Collecting Fever
from our crawl and measurement
"Built for collectors. Shop graded singles, PSA slabs, autographs, numbered parallels, and rookie cards. Fast shipping, secure packaging, and trusted service." That is how Collecting Fever introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.6/10, Collecting Fever has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Collecting Fever
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collectingfever
Cite this score: Engagemii (2026). "AEO Score for Collecting Fever." Retrieved from https://engagemii.com/aeo/brands/collectingfever
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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